AI to spot difference between bots and human users on Twitter
In this blog, I am going to talk about AI to spot difference between bots and human. Artificial intelligence is being used to spot the difference between human users and fake accounts on Twitter.
It is important to filter out such information to get most reliable and accurate insights. A lot of firms and individuals have taken the game forward and used Twitter bots to automate and fasten the content delivery. A study estimated that the number of active bots on twitter can be as high as 15% of the total users.
Important Announcement – EasyShiksha has now started Online Internship Program “Ab India Sikhega Ghar Se”
In the study, the researchers used a large Twitter database to analyse changes in the behaviour of human users and bots over the course of an activity session. The team reviewed two different datasets of Twitter users. The first dataset, labelled as French Elections (FE), consisted of a collection of more than 16 million tweets, posted by more than 2 million different users. These tweets were posted between 25 April 2017 and 7th May 2017. In this way AI to spot difference between bots and human.
Top Courses in Software Engineering
More Courses With Certification
In their analysis, the researchers examined multiple factors, including the amount of content produced by the user and their inclination to engage in social interactions on the platform. The results showed that real users responded nearly four to five times more frequently to tweets from other users than bots did. The team then combined these measures to train an existing bot-detection algorithm, called Botometer, on the difference in activity patterns. However, this data is analysed three years ago by the analyst of twitter, it is possible that bots have become more human-like in their activity patterns.
Empower your team. Lead the industry
Get a subscription to a library of online courses and digital learning tools for your organization with EasyShiksha
Request NowQ. Are EasyShiksha's internships truly free?
Yes, all internships offered by EasyShiksha are completely free of charge.
Q. How can I apply for an internship with EasyShiksha?
You can apply by visiting our website, browsing available internships, and following the application instructions provided.
Q. What types of internships are available through EasyShiksha?
EasyShiksha offers a wide range of internships across technology, business, marketing, healthcare, and more. Opportunities are continuously updated.
Q. Will I receive a certificate upon completing an internship?
Yes, upon successful completion, you will receive a certificate recognizing your participation and achievements.
Q. Are EasyShiksha's internship certificates recognized by universities and employers?
Yes, the certificates are recognized by universities, colleges, and employers worldwide.
Q. Is the download of certificates free or paid?
Access to internships and courses is free, but there is a small fee to download certificates, covering administrative costs.
Q. When can I start the course?
You can choose any course and start immediately without delay.
Q. What are the course and session timings?
These are fully online courses. You can learn at any time and pace. We recommend following a routine, but it depends on your schedule.
Q. What will happen when my course is over?
After completion, you will have lifetime access to the course for future reference.
Q. Can I download the notes and study material?
Yes, you can access and download course materials and have lifetime access for future reference.
Q. What software/tools would be needed for the course?
All necessary software/tools will be shared during the training as needed.
Q. I’m unable to make a payment. What should I do?
Try using a different card or account. If the problem persists, email us at info@easyshiksha.com.
Q. Do I get the certificate in hard copy?
No, only a soft copy is provided, which can be downloaded and printed if required.
Q. The payment got deducted but shows “failed”. What to do?
Technical errors may cause this. The deducted amount will be returned to your account in 7-10 working days.
Q. Payment was successful but dashboard shows ‘Buy Now’?
Sometimes payment reflection is delayed. If it takes longer than 30 minutes, email info@easyshiksha.com with the payment screenshot.
Q. What is the refund policy?
If you face technical issues, you can request a refund. No refunds are issued once the certificate has been generated.
Q. Can I enroll in a single course?
Yes, select the course of interest, fill in the details, make payment, and start learning. You will also earn a certificate.
Q. My questions are not listed above. I need further help.
Contact us at info@easyshiksha.com for further assistance.
I hope this blog AI to spot difference between bots and human. To learn more visit HawksCode and Easyshiksha.
ALSO READ: virtual-reality-game-lets-you-play-with-hypercubes-in-four-dimensions
Get Course: Web-Designing–HTML-CSS-and-Twitter-Bootstrap
